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Combining psychological models with machine learning to better predict people's decisions.

Creating agents that proficiently interact with people is critical for many applications. Towards creating these agents, models are needed that effectively predict people's decisions in a variety of problems. To date, two approaches have been suggested to generally describe people's decision behavio...

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Published in:Synthese Vol. 189; pp. 81 - 94
Main Authors: Rosenfeld, Avi, Zuckerman, Inon, Azaria, Amos, Kraus, Sarit
Format: Article
Published: Springer Nature Dec2012 Supplement
Subjects:
Machine learning
Reason
Algorithms
Communication
Prediction models
Psychologists
Economists
Decision making
Online Access:View this record in EBSCOhost